A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis

• Michela Carlotta Massi ,

  Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

  * E-mail: michela.massi@fht.org

  Affiliations Health Data Science Centre, Human Technopole Foundation, Milan, Italy, MOX Laboratory for Modeling and Scientific Computing, Dept. of Mathematics, Politecnico di Milano, Milan, Italy

  https://orcid.org/0000-0001-5393-8180

  ⨯
• Lorenzo Dominoni,

  Roles Formal analysis, Software, Visualization

  Affiliation MOX Laboratory for Modeling and Scientific Computing, Dept. of Mathematics, Politecnico di Milano, Milan, Italy

  https://orcid.org/0000-0002-8398-3852

  ⨯
• Francesca Ieva,

  Roles Conceptualization, Methodology, Supervision

  Affiliations Health Data Science Centre, Human Technopole Foundation, Milan, Italy, MOX Laboratory for Modeling and Scientific Computing, Dept. of Mathematics, Politecnico di Milano, Milan, Italy

  https://orcid.org/0000-0003-0165-1983

  ⨯
• Giovanni Fiorito

  Roles Conceptualization, Methodology, Supervision, Writing – original draft

  Affiliation Laboratory of Biostatistics, Dept. of Biomedical Sciences, University of Sassari, Sassari, Italy

  https://orcid.org/0000-0002-7651-5452

  ⨯